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<body>
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		html,
		body,
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		var data = [{
			name: '海门',
			value: 9
		},
		{
			name: '鄂尔多斯',
			value: 12
		},
		{
			name: '招远',
			value: 12
		},
		{
			name: '舟山',
			value: 12
		},
		{
			name: '齐齐哈尔',
			value: 14
		},
		{
			name: '盐城',
			value: 15
		},
		{
			name: '赤峰',
			value: 16
		},
		{
			name: '青岛',
			value: 18
		},
		{
			name: '乳山',
			value: 18
		},
		{
			name: '金昌',
			value: 19
		},
		{
			name: '泉州',
			value: 21
		},
		{
			name: '莱西',
			value: 21
		},
		{
			name: '日照',
			value: 21
		},
		{
			name: '胶南',
			value: 22
		},
		{
			name: '南通',
			value: 23
		},
		{
			name: '拉萨',
			value: 24
		},
		{
			name: '云浮',
			value: 24
		},
		{
			name: '梅州',
			value: 25
		},
		{
			name: '文登',
			value: 25
		},
		{
			name: '上海',
			value: 25
		},
		{
			name: '攀枝花',
			value: 25
		},
		{
			name: '威海',
			value: 25
		},
		{
			name: '承德',
			value: 25
		},
		{
			name: '厦门',
			value: 26
		},
		{
			name: '汕尾',
			value: 26
		},
		{
			name: '潮州',
			value: 26
		},
		{
			name: '丹东',
			value: 27
		},
		{
			name: '太仓',
			value: 27
		},
		{
			name: '曲靖',
			value: 27
		},
		{
			name: '烟台',
			value: 28
		},
		{
			name: '福州',
			value: 29
		},
		{
			name: '瓦房店',
			value: 30
		},
		{
			name: '即墨',
			value: 30
		},
		{
			name: '抚顺',
			value: 31
		},
		{
			name: '玉溪',
			value: 31
		},
		{
			name: '张家口',
			value: 31
		},
		{
			name: '阳泉',
			value: 31
		},
		{
			name: '莱州',
			value: 32
		},
		{
			name: '湖州',
			value: 32
		},
		{
			name: '汕头',
			value: 32
		},
		{
			name: '昆山',
			value: 33
		},
		{
			name: '宁波',
			value: 33
		},
		{
			name: '湛江',
			value: 33
		},
		{
			name: '揭阳',
			value: 34
		},
		{
			name: '荣成',
			value: 34
		},
		{
			name: '连云港',
			value: 35
		},
		{
			name: '葫芦岛',
			value: 35
		},
		{
			name: '常熟',
			value: 36
		},
		{
			name: '东莞',
			value: 36
		},
		{
			name: '河源',
			value: 36
		},
		{
			name: '淮安',
			value: 36
		},
		{
			name: '泰州',
			value: 36
		},
		{
			name: '南宁',
			value: 37
		},
		{
			name: '营口',
			value: 37
		},
		{
			name: '惠州',
			value: 37
		},
		{
			name: '江阴',
			value: 37
		},
		{
			name: '蓬莱',
			value: 37
		},
		{
			name: '韶关',
			value: 38
		},
		{
			name: '嘉峪关',
			value: 38
		},
		{
			name: '广州',
			value: 38
		},
		{
			name: '延安',
			value: 38
		},
		{
			name: '太原',
			value: 39
		},
		{
			name: '清远',
			value: 39
		},
		{
			name: '中山',
			value: 39
		},
		{
			name: '昆明',
			value: 39
		},
		{
			name: '寿光',
			value: 40
		},
		{
			name: '盘锦',
			value: 40
		},
		{
			name: '长治',
			value: 41
		},
		{
			name: '深圳',
			value: 41
		},
		{
			name: '珠海',
			value: 42
		},
		{
			name: '宿迁',
			value: 43
		},
		{
			name: '咸阳',
			value: 43
		},
		{
			name: '铜川',
			value: 44
		},
		{
			name: '平度',
			value: 44
		},
		{
			name: '佛山',
			value: 44
		},
		{
			name: '海口',
			value: 44
		},
		{
			name: '江门',
			value: 45
		},
		{
			name: '章丘',
			value: 45
		},
		{
			name: '肇庆',
			value: 46
		},
		{
			name: '大连',
			value: 47
		},
		{
			name: '临汾',
			value: 47
		},
		{
			name: '吴江',
			value: 47
		},
		{
			name: '石嘴山',
			value: 49
		},
		{
			name: '沈阳',
			value: 50
		},
		{
			name: '苏州',
			value: 50
		},
		{
			name: '茂名',
			value: 50
		},
		{
			name: '嘉兴',
			value: 51
		},
		{
			name: '长春',
			value: 51
		},
		{
			name: '胶州',
			value: 52
		},
		{
			name: '银川',
			value: 52
		},
		{
			name: '张家港',
			value: 52
		},
		{
			name: '三门峡',
			value: 53
		},
		{
			name: '锦州',
			value: 54
		},
		{
			name: '南昌',
			value: 54
		},
		{
			name: '柳州',
			value: 54
		},
		{
			name: '三亚',
			value: 54
		},
		{
			name: '自贡',
			value: 56
		},
		{
			name: '吉林',
			value: 56
		},
		{
			name: '阳江',
			value: 57
		},
		{
			name: '泸州',
			value: 57
		},
		{
			name: '西宁',
			value: 57
		},
		{
			name: '宜宾',
			value: 58
		},
		{
			name: '呼和浩特',
			value: 58
		},
		{
			name: '成都',
			value: 58
		},
		{
			name: '大同',
			value: 58
		},
		{
			name: '镇江',
			value: 59
		},
		{
			name: '桂林',
			value: 59
		},
		{
			name: '张家界',
			value: 59
		},
		{
			name: '宜兴',
			value: 59
		},
		{
			name: '北海',
			value: 60
		},
		{
			name: '西安',
			value: 61
		},
		{
			name: '金坛',
			value: 62
		},
		{
			name: '东营',
			value: 62
		},
		{
			name: '牡丹江',
			value: 63
		},
		{
			name: '遵义',
			value: 63
		},
		{
			name: '绍兴',
			value: 63
		},
		{
			name: '扬州',
			value: 64
		},
		{
			name: '常州',
			value: 64
		},
		{
			name: '潍坊',
			value: 65
		},
		{
			name: '重庆',
			value: 66
		},
		{
			name: '台州',
			value: 67
		},
		{
			name: '南京',
			value: 67
		},
		{
			name: '滨州',
			value: 70
		},
		{
			name: '贵阳',
			value: 71
		},
		{
			name: '无锡',
			value: 71
		},
		{
			name: '本溪',
			value: 71
		},
		{
			name: '克拉玛依',
			value: 72
		},
		{
			name: '渭南',
			value: 72
		},
		{
			name: '马鞍山',
			value: 72
		},
		{
			name: '宝鸡',
			value: 72
		},
		{
			name: '焦作',
			value: 75
		},
		{
			name: '句容',
			value: 75
		},
		{
			name: '北京',
			value: 79
		},
		{
			name: '徐州',
			value: 79
		},
		{
			name: '衡水',
			value: 80
		},
		{
			name: '包头',
			value: 80
		},
		{
			name: '绵阳',
			value: 80
		},
		{
			name: '乌鲁木齐',
			value: 84
		},
		{
			name: '枣庄',
			value: 84
		},
		{
			name: '杭州',
			value: 84
		},
		{
			name: '淄博',
			value: 85
		},
		{
			name: '鞍山',
			value: 86
		},
		{
			name: '溧阳',
			value: 86
		},
		{
			name: '库尔勒',
			value: 86
		},
		{
			name: '安阳',
			value: 90
		},
		{
			name: '开封',
			value: 90
		},
		{
			name: '济南',
			value: 92
		},
		{
			name: '德阳',
			value: 93
		},
		{
			name: '温州',
			value: 95
		},
		{
			name: '九江',
			value: 96
		},
		{
			name: '邯郸',
			value: 98
		},
		{
			name: '临安',
			value: 99
		},
		{
			name: '兰州',
			value: 99
		},
		{
			name: '沧州',
			value: 100
		},
		{
			name: '临沂',
			value: 103
		},
		{
			name: '南充',
			value: 104
		},
		{
			name: '天津',
			value: 105
		},
		{
			name: '富阳',
			value: 106
		},
		{
			name: '泰安',
			value: 112
		},
		{
			name: '诸暨',
			value: 112
		},
		{
			name: '郑州',
			value: 113
		},
		{
			name: '哈尔滨',
			value: 114
		},
		{
			name: '聊城',
			value: 116
		},
		{
			name: '芜湖',
			value: 117
		},
		{
			name: '唐山',
			value: 119
		},
		{
			name: '平顶山',
			value: 119
		},
		{
			name: '邢台',
			value: 119
		},
		{
			name: '德州',
			value: 120
		},
		{
			name: '济宁',
			value: 120
		},
		{
			name: '荆州',
			value: 127
		},
		{
			name: '宜昌',
			value: 130
		},
		{
			name: '义乌',
			value: 132
		},
		{
			name: '丽水',
			value: 133
		},
		{
			name: '洛阳',
			value: 134
		},
		{
			name: '秦皇岛',
			value: 136
		},
		{
			name: '株洲',
			value: 143
		},
		{
			name: '石家庄',
			value: 147
		},
		{
			name: '莱芜',
			value: 148
		},
		{
			name: '常德',
			value: 152
		},
		{
			name: '保定',
			value: 153
		},
		{
			name: '湘潭',
			value: 154
		},
		{
			name: '金华',
			value: 157
		},
		{
			name: '岳阳',
			value: 169
		},
		{
			name: '长沙',
			value: 175
		},
		{
			name: '衢州',
			value: 177
		},
		{
			name: '廊坊',
			value: 193
		},
		{
			name: '菏泽',
			value: 194
		},
		{
			name: '合肥',
			value: 229
		},
		{
			name: '武汉',
			value: 273
		},
		{
			name: '大庆',
			value: 279
		}
		];

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			'海门': [121.15, 31.89],
			'鄂尔多斯': [109.781327, 39.608266],
			'招远': [120.38, 37.35],
			'舟山': [122.207216, 29.985295],
			'齐齐哈尔': [123.97, 47.33],
			'盐城': [120.13, 33.38],
			'赤峰': [118.87, 42.28],
			'青岛': [120.33, 36.07],
			'乳山': [121.52, 36.89],
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			'泉州': [118.58, 24.93],
			'莱西': [120.53, 36.86],
			'日照': [119.46, 35.42],
			'胶南': [119.97, 35.88],
			'南通': [121.05, 32.08],
			'拉萨': [91.11, 29.97],
			'云浮': [112.02, 22.93],
			'梅州': [116.1, 24.55],
			'文登': [122.05, 37.2],
			'上海': [121.48, 31.22],
			'攀枝花': [101.718637, 26.582347],
			'威海': [122.1, 37.5],
			'承德': [117.93, 40.97],
			'厦门': [118.1, 24.46],
			'汕尾': [115.375279, 22.786211],
			'潮州': [116.63, 23.68],
			'丹东': [124.37, 40.13],
			'太仓': [121.1, 31.45],
			'曲靖': [103.79, 25.51],
			'烟台': [121.39, 37.52],
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			'瓦房店': [121.979603, 39.627114],
			'即墨': [120.45, 36.38],
			'抚顺': [123.97, 41.97],
			'玉溪': [102.52, 24.35],
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			'湖州': [120.1, 30.86],
			'汕头': [116.69, 23.39],
			'昆山': [120.95, 31.39],
			'宁波': [121.56, 29.86],
			'湛江': [110.359377, 21.270708],
			'揭阳': [116.35, 23.55],
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			'连云港': [119.16, 34.59],
			'葫芦岛': [120.836932, 40.711052],
			'常熟': [120.74, 31.64],
			'东莞': [113.75, 23.04],
			'河源': [114.68, 23.73],
			'淮安': [119.15, 33.5],
			'泰州': [119.9, 32.49],
			'南宁': [108.33, 22.84],
			'营口': [122.18, 40.65],
			'惠州': [114.4, 23.09],
			'江阴': [120.26, 31.91],
			'蓬莱': [120.75, 37.8],
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			'嘉峪关': [98.289152, 39.77313],
			'广州': [113.23, 23.16],
			'延安': [109.47, 36.6],
			'太原': [112.53, 37.87],
			'清远': [113.01, 23.7],
			'中山': [113.38, 22.52],
			'昆明': [102.73, 25.04],
			'寿光': [118.73, 36.86],
			'盘锦': [122.070714, 41.119997],
			'长治': [113.08, 36.18],
			'深圳': [114.07, 22.62],
			'珠海': [113.52, 22.3],
			'宿迁': [118.3, 33.96],
			'咸阳': [108.72, 34.36],
			'铜川': [109.11, 35.09],
			'平度': [119.97, 36.77],
			'佛山': [113.11, 23.05],
			'海口': [110.35, 20.02],
			'江门': [113.06, 22.61],
			'章丘': [117.53, 36.72],
			'肇庆': [112.44, 23.05],
			'大连': [121.62, 38.92],
			'临汾': [111.5, 36.08],
			'吴江': [120.63, 31.16],
			'石嘴山': [106.39, 39.04],
			'沈阳': [123.38, 41.8],
			'苏州': [120.62, 31.32],
			'茂名': [110.88, 21.68],
			'嘉兴': [120.76, 30.77],
			'长春': [125.35, 43.88],
			'胶州': [120.03336, 36.264622],
			'银川': [106.27, 38.47],
			'张家港': [120.555821, 31.875428],
			'三门峡': [111.19, 34.76],
			'锦州': [121.15, 41.13],
			'南昌': [115.89, 28.68],
			'柳州': [109.4, 24.33],
			'三亚': [109.511909, 18.252847],
			'自贡': [104.778442, 29.33903],
			'吉林': [126.57, 43.87],
			'阳江': [111.95, 21.85],
			'泸州': [105.39, 28.91],
			'西宁': [101.74, 36.56],
			'宜宾': [104.56, 29.77],
			'呼和浩特': [111.65, 40.82],
			'成都': [104.06, 30.67],
			'大同': [113.3, 40.12],
			'镇江': [119.44, 32.2],
			'桂林': [110.28, 25.29],
			'张家界': [110.479191, 29.117096],
			'宜兴': [119.82, 31.36],
			'北海': [109.12, 21.49],
			'西安': [108.95, 34.27],
			'金坛': [119.56, 31.74],
			'东营': [118.49, 37.46],
			'牡丹江': [129.58, 44.6],
			'遵义': [106.9, 27.7],
			'绍兴': [120.58, 30.01],
			'扬州': [119.42, 32.39],
			'常州': [119.95, 31.79],
			'潍坊': [119.1, 36.62],
			'重庆': [106.54, 29.59],
			'台州': [121.420757, 28.656386],
			'南京': [118.78, 32.04],
			'滨州': [118.03, 37.36],
			'贵阳': [106.71, 26.57],
			'无锡': [120.29, 31.59],
			'本溪': [123.73, 41.3],
			'克拉玛依': [84.77, 45.59],
			'渭南': [109.5, 34.52],
			'马鞍山': [118.48, 31.56],
			'宝鸡': [107.15, 34.38],
			'焦作': [113.21, 35.24],
			'句容': [119.16, 31.95],
			'北京': [116.46, 39.92],
			'徐州': [117.2, 34.26],
			'衡水': [115.72, 37.72],
			'包头': [110, 40.58],
			'绵阳': [104.73, 31.48],
			'乌鲁木齐': [87.68, 43.77],
			'枣庄': [117.57, 34.86],
			'杭州': [120.19, 30.26],
			'淄博': [118.05, 36.78],
			'鞍山': [122.85, 41.12],
			'溧阳': [119.48, 31.43],
			'库尔勒': [86.06, 41.68],
			'安阳': [114.35, 36.1],
			'开封': [114.35, 34.79],
			'济南': [117, 36.65],
			'德阳': [104.37, 31.13],
			'温州': [120.65, 28.01],
			'九江': [115.97, 29.71],
			'邯郸': [114.47, 36.6],
			'临安': [119.72, 30.23],
			'兰州': [103.73, 36.03],
			'沧州': [116.83, 38.33],
			'临沂': [118.35, 35.05],
			'南充': [106.110698, 30.837793],
			'天津': [117.2, 39.13],
			'富阳': [119.95, 30.07],
			'泰安': [117.13, 36.18],
			'诸暨': [120.23, 29.71],
			'郑州': [113.65, 34.76],
			'哈尔滨': [126.63, 45.75],
			'聊城': [115.97, 36.45],
			'芜湖': [118.38, 31.33],
			'唐山': [118.02, 39.63],
			'平顶山': [113.29, 33.75],
			'邢台': [114.48, 37.05],
			'德州': [116.29, 37.45],
			'济宁': [116.59, 35.38],
			'荆州': [112.239741, 30.335165],
			'宜昌': [111.3, 30.7],
			'义乌': [120.06, 29.32],
			'丽水': [119.92, 28.45],
			'洛阳': [112.44, 34.7],
			'秦皇岛': [119.57, 39.95],
			'株洲': [113.16, 27.83],
			'石家庄': [114.48, 38.03],
			'莱芜': [117.67, 36.19],
			'常德': [111.69, 29.05],
			'保定': [115.48, 38.85],
			'湘潭': [112.91, 27.87],
			'金华': [119.64, 29.12],
			'岳阳': [113.09, 29.37],
			'长沙': [113, 28.21],
			'衢州': [118.88, 28.97],
			'廊坊': [116.7, 39.53],
			'菏泽': [115.480656, 35.23375],
			'合肥': [117.27, 31.86],
			'武汉': [114.31, 30.52],
			'大庆': [125.03, 46.58]
		};

		var convertData = function (data) {
			var res = [];
			for (var i = 0; i < data.length; i++) {
				var geoCoord = geoCoordMap[data[i].name];
				if (geoCoord) {
					res.push({
						name: data[i].name,
						value: geoCoord.concat(data[i].value)
					});
				}
			}
			return res;
		};

		var myChart = echarts.init(document.getElementById('main'));

		myChart.setOption({
			title: {
				text: '全国主要城市空气质量',
				subtext: 'data from PM25.in',
				sublink: 'http://www.pm25.in',
				left: 'center',
				textStyle: {
					color: '#fff'
				}
			},
			tooltip: {
				trigger: 'item'
			},
			leaflet: {
				center: [104.114129, 37.550339],
				zoom: 4,
				roam: true,
				layerControl: {
					position: 'topright'
				},
				tiles: [
					// mapbox的地图
					{
						label: 'mapbox',
						urlTemplate: 'https://api.mapbox.com/styles/v1/{id}/tiles/{z}/{x}/{y}?access_token={accessToken}',
						options: {
							maxZoom: 18,
							id: mapKey.mapbox.id,
							tileSize: 512,
							zoomOffset: -1,
							accessToken: mapKey.mapbox.accessToken
						}
					}		
					// 如果用天地图，就用下面两种
					// {
					// 	label: 'tianditu-tile',						
					// 	// 天地图的卫星地图
					// 	// urlTemplate: 'https://t0.tianditu.gov.cn/img_w/wmts?SERVICE=WMTS&REQUEST=GetTile&VERSION=1.0.0&LAYER=img&STYLE=default&TILEMATRIXSET=w&FORMAT=tiles&TILEMATRIX={z}&TILEROW={y}&TILECOL={x}&tk={accessToken}',
					// 	// 天地图的标准地图
					// 	urlTemplate: 'https://t0.tianditu.gov.cn/vec_w/wmts?SERVICE=WMTS&REQUEST=GetTile&VERSION=1.0.0&LAYER=vec&STYLE=default&TILEMATRIXSET=w&FORMAT=tiles&TILEMATRIX={z}&TILEROW={y}&TILECOL={x}&tk={accessToken}',
					// 	options: {
					// 		maxZoom: 18,
					// 		tileSize: 512,
					// 		zoomOffset: -1,
					// 		// 蓝色
					// 		// color: { r: 12, g: 12, b: 83 },
					// 		color: { r: 5, g: 48, b: 82 },
					// 		// 橙色
					// 		// color: { r: 150, g: 60, b: 16 },
					// 		accessToken: mapKey.tianditu.accessToken
					// 	}
					// },
					// {						
					// 	// 天地图地名、道路标记图层
					// 	urlTemplate: 'https://t0.tianditu.gov.cn/cia_w/wmts?SERVICE=WMTS&REQUEST=GetTile&VERSION=1.0.0&LAYER=cia&STYLE=default&TILEMATRIXSET=w&FORMAT=tiles&TILEMATRIX={z}&TILEROW={y}&TILECOL={x}&tk={accessToken}',
					// 	options: {
					// 		maxZoom: 18,
					// 		tileSize: 512,
					// 		zoomOffset: -1,
					// 		// 
					// 		accessToken: mapKey.tianditu.accessToken,
					// 	}
					// }
				]
			},
			series: [{
				name: 'pm2.5',
				type: 'scatter',
				coordinateSystem: 'leaflet',
				data: convertData(data),
				symbolSize: function (val) {
					return val[2] / 10;
				},
				label: {
					normal: {
						formatter: '{b}',
						position: 'right',
						show: false
					},
					emphasis: {
						show: true
					}
				},
				itemStyle: {
					normal: {
						color: '#ddb926'
					}
				}
			},
			{
				name: 'Top 5',
				type: 'effectScatter',
				coordinateSystem: 'leaflet',
				data: convertData(data.sort(function (a, b) {
					return b.value - a.value;
				}).slice(0, 6)),
				symbolSize: function (val) {
					return val[2] / 10;
				},
				showEffectOn: 'emphasis',
				rippleEffect: {
					brushType: 'stroke'
				},
				hoverAnimation: true,
				label: {
					normal: {
						formatter: '{b}',
						position: 'right',
						show: true
					}
				},
				itemStyle: {
					normal: {
						color: '#f4e925',
						shadowBlur: 10,
						shadowColor: '#333'
					}
				},
				zlevel: 1
			}
			]
		});
	</script>
</body>

</html>